2263 search results - page 58 / 453 » The Use of Functional and Logic Languages in Machine Learnin... |
128
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ACL
2012
13 years 3 months ago
2012
Parallel data in the domain of interest is the key resource when training a statistical machine translation (SMT) system for a specific purpose. Since ad-hoc manual translation c...
107
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COLT
1994
Springer
15 years 5 months ago
1994
Springer
We examine the relationship between the VCdimension and the number of parameters of a smoothly parametrized function class. We show that the VC-dimension of such a function class ...
118
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ICFP
2008
ACM
16 years 1 months ago
2008
ACM
We report on an extension of Haskell with open type-level functions and equality constraints that unifies earlier work on GADTs, functional dependencies, and associated types. The...
GECCO
2005
Springer
15 years 7 months ago
2005
Springer
Overfitting is a fundamental problem of most machine learning techniques, including genetic programming (GP). Canary functions have been introduced in the literature as a concept ...
120
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JMLR
2012
13 years 3 months ago
2012
We propose a new method for comparing learning algorithms on multiple tasks which is based on a novel non-parametric test that we call the Poisson binomial test. The key aspect of...